【教授本人贴】US佐治亚大学(UGA)计算机CS全奖ML/AI/IOT博士-Spring/Fall 2024

大家好，我有多个全奖计算机博士生名额，方向是Machine Learning(ML) 和 Internet of Things(IOT)，我的方向主要包括Reinforcement Learning, Federated Learning以及Contrastive Learning, 优化ML算法解决IOT领域的实际问题。欢迎EE、CS或者其他相关专业的本科或硕士同学申请。目前十月和四月是Spring和Fall的申请截止日期。有兴趣的同学可以将自己的CV/Resume, Transcripts, GRE和托福成绩单，并附上一段你的研究兴趣(one representative paper if available)发给我，标题以“Prospective Ph.D. student for Spring/Fall 2024 ***” 开头。感兴趣的同学请尽早联系。

我个人没有那种需要发多少篇论文才能毕业的硬性要求，只要做了比较扎实，或者有意思，或者有impact的科研工作，最终拥有独立做科研的能力就可以考虑毕业。

About UGA
佐治亚大学创建于1785年，是美国最古老的公立大学, US News排名在45-50, 公立大学排名16, 被誉为公立常春藤，校园很大很漂亮，坐落在雅典市，距离亚特兰大一个小时的车程。学校周边活动很丰富，生活也很便利，如果想过city life，去亚特兰大也非常方便。


联系方式：
Email: fei.dou@uga.edu
Office: 542 Boyd Research and Education Center, Athens, GA30602
Web: https://fayedou.github.io/




Multiple Ph.D. student openings: Machine Learning, Computer Vision, and Internet of Things starting in Spring/Fall 2024 


Fei Dou currently holds the position of Assistant Professor within the School of Computing at the University of Georgia (UGA). She earned her Ph.D. in Computer Science and Engineering at the University of Connecticut. Fei's research centers on developing new methodologies in Artificial Intelligence(AI)/Machine Learning(ML) to enhance the Efficiency, Privacy, and Scalability of the Internet of Things(IoT)/Cyber-Physical Systems(CPS). Specifically, Her primary areas of focus include Location-based Services (LBS), Edge Computing, and Remote Sensing Imagery Analysis by developing new methods from the perspectives of Reinforcement Learning, Federated Learning, and Contrastive Learning. Fei's investigations encompass various IoT domains, including location-based services, natural disaster damage detection, intelligent agriculture, recommender systems, and wireless sensor networks. Fei’s work has been published in highly-selective conferences and journals such as IJCAI, IEEE IOT-J, and she has served as a reviewer at top-notch conferences and journals including ICLR, AAAI, IJCAI, ECAI, IEEE IOT-J, Neurocomputing, Sensors, etc. Fei has been selected as the finalist of 2023 Women of Innovation (WOI) from Connecticut Technology Council. Please visit PI’s website for more information: https://fayedou.github.io/.

Why UGA?
The University of Georgia stands as the United States' most historic public university and holds the distinction of being the flagship institution within the University System of Georgia. Major institutional rankings have ranked it among the best universities (\# 16 among public schools, and \# 49 among all) in the US.  Athens, the home of UGA, sits just 70 miles northeast of Atlanta and offers the perfect blend of a college town atmosphere with a variety of activities to enjoy.


How?
Prospective candidates are expected to have a bachelor's or master's degree in computer science, computer engineering, electrical engineering, or a related discipline. Those who are interested are invited to get in touch with the PI to explore shared interests. Kindly forward your curriculum vitae (including GRE and TOEFL), transcripts, and a description of your research interests (including one representative paper if available) to fei.dou@uga.edu. Please ensure that the subject line begins with "Prospective Ph.D. student for Spring/Fall 2024 ****" when emailing.

帮顶窦老师！窦老师学术强人nice!

老师您好，本人是清华计算机硕士二年级，本科毕业于北大计算机系。有过video analysis领域将reinforcement learning应用在系统scheduling层面的科研经历（作为文章的baseline）。有两篇文章在under review，硕士gpa3.5/4，但是本科gpa只有2.8/4（未平衡好创业和学业之间的时间分配），请问老师还有必要申请吗

fun_raise 发表于 2023-8-21 02:20
老师您好，本人是清华计算机硕士二年级，本科毕业于北大计算机系。有过video analysis领域将reinforcement  ...

你好呀，我觉得是可以申请的~

老师请问25年会继续招博士吗

微信用户_8ri9n 发表于 2023-08-22 23:07:06
老师请问25年会继续招博士吗

会的~欢迎申请~

帮窦老师顶！窦老师人特别nice，学术能力也强，指导学生耐心，欢迎大家申请！

老师您好，请问申请phd必须要master学位吗？

老师您好，我对您的研究方向联邦学习很感兴趣。我本科是物联网专业，拿了利物浦的first-class，现在在南安普顿大学继续读MSc Internet of things。有机会申请你的phd吗？

老师您好，我目前的UGA PhD，目前有转组意向，请问您25 fall或者26 spring还招生吗？谢谢老师！